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- ////////////////////////////////////////////////////////////////////////////////
- // Includes
- ////////////////////////////////////////////////////////////////////////////////
- #include <fcntl.h>
- #include <float.h>
- #include <stdio.h>
- #include <stdlib.h>
- #include <string.h>
- #include <math.h>
- #include <unistd.h>
- #include <sys/types.h>
- #include <sys/stat.h>
- #include <CL/cl.h>
- #include "mergesort.h"
- #include <time.h>
- ////////////////////////////////////////////////////////////////////////////////
- // Defines
- ////////////////////////////////////////////////////////////////////////////////
- #define BLOCKSIZE 256
- #define ROW_LENGTH BLOCKSIZE * 4
- #define ROWS 4096
- #define DATA_SIZE (1024)
- #define MAX_SOURCE_SIZE (0x100000)
- cl_device_id device_id; // compute device id
- cl_context mergeContext; // compute context
- cl_command_queue mergeCommands;
- cl_program mergeProgram; // compute program
- cl_kernel mergeFirstKernel; // compute kernel
- cl_kernel mergePassKernel;
- cl_kernel mergePackKernel;
- cl_int err;
- cl_mem d_resultList_first_buff;
- cl_mem d_origList_first_buff;
- cl_mem constStartAddr;
- cl_mem finalStartAddr;
- cl_mem nullElems;
- cl_mem d_orig;
- cl_mem d_res;
- cl_float4 *d_resultList_first_altered = NULL;
- cl_event mergeFirstEvent;
- cl_event mergePassEvent;
- cl_event mergePackEvent;
- double mergesum = 0;
- ////////////////////////////////////////////////////////////////////////////////
- // The mergesort algorithm
- ////////////////////////////////////////////////////////////////////////////////
- void init_mergesort(int listsize, int platform_id, int device_id, int use_gpu){
- cl_uint num = 0;
- clGetPlatformIDs(0,NULL,&num);
- cl_platform_id platformID[num];
- clGetPlatformIDs(num,platformID,NULL);
-
- // Selector for CPU/GPU
- cl_device_type device_type = use_gpu ? CL_DEVICE_TYPE_GPU : CL_DEVICE_TYPE_CPU;
-
- clGetDeviceIDs(platformID[platform_id],device_type,0,NULL,&num);
- cl_device_id devices[num];
- err = clGetDeviceIDs(platformID[platform_id],device_type,num,devices,NULL);
-
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to create a device group!\n");
- exit(1);
- }
- char name[128];
-
-
- clGetDeviceInfo(devices[device_id],CL_DEVICE_NAME,128,name,NULL);
-
- mergeContext = clCreateContext(0, 1, &devices[device_id], NULL, NULL, &err);
-
- mergeCommands = clCreateCommandQueue(mergeContext, devices[device_id], CL_QUEUE_PROFILING_ENABLE, &err);
-
- d_resultList_first_altered = (cl_float4 *)malloc(listsize*sizeof(float));
- d_resultList_first_buff = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
- d_origList_first_buff = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
-
- d_orig = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
- d_res = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
-
- FILE *fp;
- const char fileName[]="./mergesort.cl";
- size_t source_size;
- char *source_str;
-
- fp = fopen(fileName, "r");
- if (!fp) {
- fprintf(stderr, "Failed to load mergesort kernel.\n");
- exit(1);
- }
-
-
- source_str = (char *)malloc(MAX_SOURCE_SIZE);
- source_size = fread(source_str, 1, MAX_SOURCE_SIZE, fp);
- fclose(fp);
- mergeProgram = clCreateProgramWithSource(mergeContext, 1, (const char **) &source_str, (const size_t)&source_size, &err);
- if (!mergeProgram)
- {
- printf("Error: Failed to create merge compute program!\n");
- exit(1);
- }
-
- err = clBuildProgram(mergeProgram, 0, NULL, NULL, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- size_t len;
- char buffer[2048];
-
- printf("Error: Failed to build merge program executable!\n");
- clGetProgramBuildInfo(mergeProgram, device_id, CL_PROGRAM_BUILD_LOG, sizeof(buffer), buffer, &len);
- printf("%s\n", buffer);
- exit(1);
- }
- }
- void finish_mergesort() {
- clReleaseMemObject(constStartAddr);
- clReleaseMemObject(nullElems);
- clReleaseMemObject(finalStartAddr);
- clReleaseMemObject(d_orig);
- clReleaseMemObject(d_res);
- clReleaseMemObject(d_origList_first_buff);
- clReleaseMemObject(d_resultList_first_buff);
- clReleaseProgram(mergeProgram);
- clReleaseKernel(mergeFirstKernel);
- clReleaseCommandQueue(mergeCommands);
- clReleaseContext(mergeContext);
- }
- cl_float4* runMergeSort(int listsize, int divisions,
- cl_float4 *d_origList, cl_float4 *d_resultList,
- int *sizes, int *nullElements,
- unsigned int *origOffsets){
-
- int *startaddr = (int *)malloc((divisions + 1)*sizeof(int));
- int largestSize = -1;
- startaddr[0] = 0;
- for(int i=1; i<=divisions; i++)
- {
- startaddr[i] = startaddr[i-1] + sizes[i-1];
- if(sizes[i-1] > largestSize) largestSize = sizes[i-1];
- }
- largestSize *= 4;
-
- mergeFirstKernel = clCreateKernel(mergeProgram, "mergeSortFirst", &err);
- if (!mergeFirstKernel || err != CL_SUCCESS)
- {
- printf("Error: Failed to create merge sort first compute kernel!\n");
- exit(1);
- }
-
- err = clEnqueueWriteBuffer(mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to d_resultList_first_buff source array!\n");
- exit(1);
- }
- err = clEnqueueWriteBuffer(mergeCommands, d_origList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to d_origList_first_buff source array!\n");
- exit(1);
- }
-
- err = 0;
- err = clSetKernelArg(mergeFirstKernel, 0, sizeof(cl_mem), &d_origList_first_buff);
- err = clSetKernelArg(mergeFirstKernel, 1, sizeof(cl_mem), &d_resultList_first_buff);
- err = clSetKernelArg(mergeFirstKernel, 2, sizeof(cl_int), &listsize);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to set merge first kernel arguments! %d\n", err);
- exit(1);
- }
- #ifdef MERGE_WG_SIZE_0
- const int THREADS = MERGE_WG_SIZE_0;
- #else
- const int THREADS = 256;
- #endif
- size_t local[] = {THREADS,1,1};
- int blocks = ((listsize/4)%THREADS == 0) ? (listsize/4)/THREADS : (listsize/4)/THREADS + 1;
- size_t global[] = {blocks*THREADS,1,1};
- size_t grid[] = {blocks,1,1,1};
-
- err = clEnqueueNDRangeKernel(mergeCommands, mergeFirstKernel, 3, NULL, global, local, 0, NULL, &mergeFirstEvent);
- if (err)
- {
- printf("Error: Failed to execute mergeFirst kernel!\n");
- exit(1);
- }
- clWaitForEvents(1 , &mergeFirstEvent);
- clFinish(mergeCommands);
-
- err = clEnqueueReadBuffer( mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL );
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to read prefix output array! %d\n", err);
- exit(1);
- }
- // for(int i = 0; i < listsize/4;i++) {
- // printf("RESULT %f \n", d_resultList[i].s[0]);
- // printf("RESULT %f \n", d_resultList[i].s[1]);
- // printf("RESULT %f \n", d_resultList[i].s[2]);
- // printf("RESULT %f \n", d_resultList[i].s[3]);
- // }
- cl_ulong time_start, time_end;
- double total_time;
- clGetEventProfilingInfo(mergeFirstEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL);
- clGetEventProfilingInfo(mergeFirstEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL);
- total_time = time_end - time_start;
- mergesum+= total_time / 1000000;
- printf("Merge First Kernel Time: %0.3f \n", total_time/1000000);
-
- // for(int i =0; i < listsize/4; i++) {
- // printf("TEST %f \n", d_resultList[i].s[0]);
- // printf("TEST %f \n", d_resultList[i].s[1]);
- // printf("TEST %f \n", d_resultList[i].s[2]);
- // printf("TEST %f \n", d_resultList[i].s[3]);
- // }
- constStartAddr = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions+1)*sizeof(int),NULL,NULL);
-
- err = clEnqueueWriteBuffer(mergeCommands, constStartAddr, CL_TRUE, 0, (divisions+1)*sizeof(int), startaddr, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to constStartAddr source array!\n");
- exit(1);
- }
-
-
- mergePassKernel = clCreateKernel(mergeProgram, "mergeSortPass", &err);
- if (!mergePassKernel || err != CL_SUCCESS)
- {
- printf("Error: Failed to create merge sort pass compute kernel!\n");
- exit(1);
- }
- double mergePassTime = 0;
- int nrElems = 2;
- while(1==1){
- int floatsperthread = (nrElems*4);
- // printf("FPT %d \n", floatsperthread);
- int threadsPerDiv = (int)ceil(largestSize/(float)floatsperthread);
- // printf("TPD %d \n",threadsPerDiv);
- int threadsNeeded = threadsPerDiv * divisions;
- // printf("TN %d \n", threadsNeeded);
-
- #ifdef MERGE_WG_SIZE_1
- local[0] = MERGE_WG_SIZE_1;
- #else
- local[0] = 208;
- #endif
- grid[0] = ((threadsNeeded%local[0]) == 0) ?
- threadsNeeded/local[0] :
- (threadsNeeded/local[0]) + 1;
- if(grid[0] < 8){
- grid[0] = 8;
- local[0] = ((threadsNeeded%grid[0]) == 0) ?
- threadsNeeded / grid[0] :
- (threadsNeeded / grid[0]) + 1;
- }
- // Swap orig/result list
- cl_float4 *tempList = d_origList;
- d_origList = d_resultList;
- d_resultList = tempList;
-
- err = clEnqueueWriteBuffer(mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to d_resultList_first_buff source array!\n");
- exit(1);
- }
- err = clEnqueueWriteBuffer(mergeCommands, d_origList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to d_origList_first_buff source array!\n");
- exit(1);
- }
- err = 0;
- err = clSetKernelArg(mergePassKernel, 0, sizeof(cl_mem), &d_origList_first_buff);
- err = clSetKernelArg(mergePassKernel, 1, sizeof(cl_mem), &d_resultList_first_buff);
- err = clSetKernelArg(mergePassKernel, 2, sizeof(cl_int), &nrElems);
- err = clSetKernelArg(mergePassKernel, 3, sizeof(int), &threadsPerDiv);
- err = clSetKernelArg(mergePassKernel, 4, sizeof(cl_mem), &constStartAddr);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to set merge pass kernel arguments! %d\n", err);
- exit(1);
- }
-
- global[0] = grid[0]*local[0];
- err = clEnqueueNDRangeKernel(mergeCommands, mergePassKernel, 3, NULL, global, local, 0, NULL, &mergePassEvent);
- if (err)
- {
- printf("Error: Failed to execute mergePass kernel!\n");
- exit(1);
- }
-
- clFinish(mergeCommands);
- err = clEnqueueReadBuffer( mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL );
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to read prefix output array! %d\n", err);
- exit(1);
- }
- clFinish(mergeCommands);
- clGetEventProfilingInfo(mergePassEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL);
- clGetEventProfilingInfo(mergePassEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL);
- total_time = time_end - time_start;
- mergesum+= total_time /1000000;
- mergePassTime+= total_time/1000000;
- printf("Merge Pass Kernel Iteration Time: %0.3f \n", total_time/1000000);
- nrElems *= 2;
- floatsperthread = (nrElems*4);
-
- if(threadsPerDiv == 1) break;
- }
- printf("Merge Pass Kernel Time: %0.3f \n", mergePassTime);
- finalStartAddr = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions+1)*sizeof(int),NULL,NULL);
-
- err = clEnqueueWriteBuffer(mergeCommands, finalStartAddr, CL_TRUE, 0, (divisions+1)*sizeof(int), origOffsets, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to finalStartAddr source array!\n");
- exit(1);
- }
-
- nullElems = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions)*sizeof(int),NULL,NULL);
-
- err = clEnqueueWriteBuffer(mergeCommands, nullElems, CL_TRUE, 0, (divisions)*sizeof(int), nullElements, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to nullElements source array!\n");
- exit(1);
- }
- #ifdef MERGE_WG_SIZE_0
- local[0] = MERGE_WG_SIZE_0;
- #else
- local[0] = 256;
- #endif
- grid[0] = ((largestSize%local[0]) == 0) ?
- largestSize/local[0] :
- (largestSize/local[0]) + 1;
- grid[1] = divisions;
- // grid[0] = 17;
- global[0] = grid[0]*local[0];
- global[1] = grid[1]*local[1];
-
- mergePackKernel = clCreateKernel(mergeProgram, "mergepack", &err);
- if (!mergePackKernel || err != CL_SUCCESS)
- {
- printf("Error: Failed to create merge sort pack compute kernel!\n");
- exit(1);
- }
- err = clEnqueueWriteBuffer(mergeCommands, d_res, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to d_resultList_first_buff source array!\n");
- exit(1);
- }
-
- err = clEnqueueWriteBuffer(mergeCommands, d_orig, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to write to d_origList_first_buff source array!\n");
- exit(1);
- }
- err = 0;
- err = clSetKernelArg(mergePackKernel, 0, sizeof(cl_mem), &d_res);
- err = clSetKernelArg(mergePackKernel, 1, sizeof(cl_mem), &d_orig);
- err = clSetKernelArg(mergePackKernel, 2, sizeof(cl_mem), &constStartAddr);
- err = clSetKernelArg(mergePackKernel, 3, sizeof(cl_mem), &nullElems);
- err = clSetKernelArg(mergePackKernel, 4, sizeof(cl_mem), &finalStartAddr);
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to set merge pack kernel arguments! %d\n", err);
- exit(1);
- }
- err = clEnqueueNDRangeKernel(mergeCommands, mergePackKernel, 3, NULL, global, local, 0, NULL, &mergePackEvent);
- if (err)
- {
- printf("Error: Failed to execute merge pack kernel!\n");
- exit(1);
- }
- clFinish(mergeCommands);
- clGetEventProfilingInfo(mergePackEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL);
- clGetEventProfilingInfo(mergePackEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL);
- total_time = time_end - time_start;
- mergesum+= total_time / 1000000;
- printf("Merge Pack Kernel Time: %0.3f \n", total_time/1000000);
- err = clEnqueueReadBuffer( mergeCommands, d_orig, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL );
- if (err != CL_SUCCESS)
- {
- printf("Error: Failed to read origList array! %d\n", err);
- exit(1);
- }
-
-
- free(startaddr);
- return d_origList;
-
- }
- double getMergeTime() {
- return mergesum;
- }
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